epoch norm_tc_tloss norm_mchirp_tloss tot_tloss gw_tloss norm_tc_vloss norm_mchirp_vloss tot_vloss gw_vloss train_acc valid_acc roc_auc 0 2.9686 1.9651 5.6249 0.6913 2.0496 2.0813 4.8085 0.6777 0.5448 0.623 0.6759 1 1.2074 1.6858 3.3916 0.4983 0.8531 1.5302 2.7356 0.3523 0.8014 0.8715 0.9332 2 0.8884 1.2352 2.4603 0.3367 1.3738 1.0883 2.7954 0.3333 0.867 0.8581 0.9372 3 0.8078 0.9645 2.0724 0.3001 0.872 0.9134 2.0854 0.3 0.8855 0.8676 0.9583 4 0.6752 0.8384 1.7927 0.279 0.605 0.8105 1.7177 0.3022 0.8921 0.8864 0.9595 5 0.6481 0.8202 1.7267 0.2583 0.5686 0.8446 1.6836 0.2704 0.8969 0.8953 0.965 6 0.6145 0.7355 1.5954 0.2455 0.6636 0.84 1.734 0.2304 0.9054 0.9127 0.9661 7 0.5452 0.6984 1.4729 0.2293 0.5658 0.7223 1.5194 0.2314 0.9102 0.9137 0.97 8 0.5656 0.7091 1.5122 0.2375 0.5513 0.689 1.4398 0.1995 0.9094 0.9256 0.9736 9 0.5513 0.6653 1.4378 0.2212 0.5344 0.6507 1.4024 0.2172 0.9144 0.9117 0.9711 10 0.5381 0.6303 1.3863 0.2178 0.528 0.6061 1.3534 0.2193 0.9165 0.9117 0.9677 11 0.481 0.6211 1.3152 0.2131 0.5294 0.5862 1.3221 0.2065 0.9201 0.9211 0.9729 12 0.5282 0.624 1.3657 0.2135 0.5781 0.6167 1.4119 0.2172 0.919 0.9187 0.9716 13 0.5142 0.5933 1.3148 0.2073 0.5046 0.581 1.2836 0.198 0.9244 0.9266 0.9737 14 0.5056 0.5877 1.2998 0.2065 0.4783 0.6016 1.2997 0.2199 0.9238 0.9211 0.9673 15 0.4758 0.587 1.2553 0.1926 0.5146 0.629 1.3488 0.2053 0.9276 0.9206 0.9716 16 0.4672 0.5841 1.2531 0.2018 0.4073 0.5382 1.1358 0.1903 0.9269 0.9226 0.9764 17 0.4955 0.5396 1.2271 0.192 0.4805 0.5873 1.295 0.2272 0.9278 0.9177 0.9721 18 0.4786 0.5394 1.1981 0.1801 0.5096 0.6242 1.3435 0.2097 0.9348 0.9216 0.9717 19 0.4706 0.5469 1.2012 0.1837 0.4404 0.5868 1.2372 0.21 0.9331 0.9251 0.9709 20 0.5022 0.5457 1.2332 0.1853 0.449 0.527 1.1751 0.1991 0.9314 0.9177 0.9746 21 0.4371 0.5245 1.1388 0.1772 0.4717 0.5182 1.1898 0.2 0.9352 0.9221 0.9724 22 0.4345 0.5268 1.1361 0.1748 0.3498 0.4601 0.9894 0.1795 0.9356 0.938 0.9747 23 0.4516 0.5603 1.1877 0.1758 0.4401 0.5474 1.1827 0.1952 0.9356 0.9271 0.9734 24 0.4426 0.5294 1.1503 0.1783 0.4326 0.5751 1.2246 0.2168 0.9309 0.9191 0.9714 25 0.4155 0.5043 1.0958 0.1759 0.376 0.5429 1.1049 0.1859 0.9381 0.9271 0.9768 26 0.4212 0.5111 1.1009 0.1686 0.387 0.5065 1.0821 0.1885 0.938 0.9291 0.9786 27 0.4217 0.496 1.0953 0.1775 0.4641 0.5361 1.1723 0.1721 0.933 0.935 0.9797 28 0.4219 0.5094 1.1037 0.1724 0.4277 0.5629 1.1817 0.1911 0.9374 0.9291 0.9742 29 0.4345 0.5156 1.1249 0.1748 0.5218 0.5983 1.299 0.1788 0.9361 0.935 0.9789 30 0.3962 0.4924 1.0568 0.1683 0.4487 0.5325 1.1675 0.1863 0.9399 0.9301 0.9753 31 0.4777 0.4877 1.1292 0.1638 0.4464 0.4571 1.087 0.1834 0.9395 0.9306 0.975 32 0.372 0.4793 1.015 0.1636 0.445 0.5105 1.1368 0.1813 0.942 0.935 0.9768 33 0.4255 0.4842 1.0767 0.167 0.4246 0.5539 1.1758 0.1972 0.9394 0.9241 0.976 34 0.4205 0.4859 1.0673 0.1608 0.4616 0.5121 1.1636 0.1899 0.942 0.933 0.9774 35 0.4411 0.4716 1.076 0.1633 0.4552 0.5221 1.1617 0.1844 0.9438 0.9345 0.9778 36 0.4202 0.4936 1.0711 0.1573 0.484 0.5196 1.2087 0.205 0.9452 0.9216 0.9746 37 0.4051 0.4529 1.0034 0.1454 0.4943 0.5009 1.185 0.1898 0.949 0.9231 0.9786 38 0.3647 0.4826 1.0036 0.1563 0.3503 0.5467 1.0906 0.1936 0.9434 0.9256 0.9745 39 0.4155 0.497 1.07 0.1575 0.4256 0.4987 1.1311 0.2068 0.9435 0.9182 0.9764 40 0.3889 0.4429 0.9795 0.1477 0.4113 0.4628 1.0815 0.2074 0.9486 0.9286 0.972 41 0.407 0.4702 1.032 0.1548 0.458 0.5094 1.1652 0.1977 0.9472 0.9281 0.9736 42 0.4147 0.4653 1.0322 0.1522 0.3251 0.5214 1.0461 0.1995 0.9458 0.9271 0.9748 43 0.3835 0.4873 1.0229 0.1522 0.4156 0.4232 1.0488 0.21 0.9465 0.9256 0.9708 44 0.3848 0.4588 0.9935 0.1498 0.4561 0.4886 1.1287 0.1839 0.9468 0.933 0.9769 45 0.3488 0.4733 0.9713 0.1492 0.3725 0.4817 1.0424 0.1882 0.9476 0.9315 0.9775 46 0.3653 0.4773 0.994 0.1514 0.4264 0.4746 1.1145 0.2134 0.9449 0.9221 0.9748 47 0.4277 0.4526 1.026 0.1457 0.4887 0.4721 1.193 0.2322 0.9504 0.9137 0.9747 48 0.4026 0.4624 1.0173 0.1523 0.5037 0.4918 1.2047 0.2093 0.9461 0.9271 0.9758 49 0.3916 0.4478 0.9891 0.1497 0.3737 0.51 1.1616 0.2779 0.9459 0.8963 0.9753